Our Projects
Discover how we're using machine learning and data science to solve real-world problems and create meaningful impact in our community and beyond.
From healthcare innovations to sustainability solutions, our projects demonstrate the power of data-driven insights and collaborative problem-solving.
Our Approach
Our mission is to provide hands-on education for Georgia Tech students in data infrastructure, artificial intelligence, machine learning, and visualization through long-term projects aligned with United Nations sustainability goals and interactive workshops.
Data Analysis & ML
Advanced machine learning algorithms and statistical analysis to extract meaningful insights from complex datasets.
Platform & Infrastructure
Robust data infrastructure and scalable platforms that support large-scale data processing and storage.
Data Visualization
Interactive dashboards and compelling visualizations that make complex data accessible and actionable.
Current Projects
Explore our active initiatives that are shaping the future of data science and AI applications.
Aug 2025 - Present
Perfect Punch
AI-Powered Boxing Training Analytics
AI-powered boxing training app providing real-time analytics on punch accuracy, speed, and defense metrics
Aug 2024 - Present
VR State Analysis
Real-Time VR Sensor Data Analysis
Predicting user emotional and physical states using VR headset sensors and motion pattern analysis
Aug 2025 - Present
Aquatic Sustainability
Hydrological Disasters And Disparities
Analyzing watershed anomalies and water affordability patterns to protect at-risk communities and support UN Clean Water goals.
Jan 2025 - Present
SimpliEarn
AI-Powered Financial Intelligence For Earnings Calls
Making financial earnings calls easy and understandable to novice investors through an interactive dashboard.
Jan 2025 - Present
Stinger Delay
Predicting Delays For The GT Bus System
End-to-end ML pipeline generating custom delay predictions for Georgia Tech Stinger bus routes
Aug 2025 - Present
TerraTrends
Giving Small Businesses The Confidence To Expand
Data-driven predictions of economic growth in Georgia counties to guide small business expansion
Jan 2025 - Present
DataGen
Automating Image Datasets For Researchers
Deep RL system generating custom image datasets with RCNN/YOLO feedback and continuous learning
Aug 2024 - Present
SmartPathAI
Adaptive Learning Through Knowledge Graphs
Transforms PDFs into interactive knowledge graphs and personalized quizzes using Graph RAG and LangChain
Aug 2025 - Present
FishCast
Predicting Climate Change Effects On Marine Population Distributions
ML models predicting climate change impacts on marine species for policymakers and activists
Past Projects
A showcase of completed projects that have delivered valuable insights and solutions.
2022
Wildfire Detection
AI-Powered Wildfire Detection
Hybrid ML models analyzing satellite imagery to detect wildfires with interactive visualization
2022
Fake News Detection
AI-Powered Misinformation Detection
Chrome extension using hybrid LSTM-CNN model to identify misinformation in real-time text analysis
2022
Traffic Congestion
Traffic Delay Prediction & Visualization
Geographic visualization of traffic delays using Waze data to optimize infrastructure and routes
2024
Flight Delay Detection
Flight Delay Prediction Tool
Chrome extension predicting flight delays using historical data, weather patterns, and airport metrics
2024
Arrhythmia Detection
Heart Sound Analysis & Detection
ML algorithms analyzing phonocardiogram recordings to detect irregular heartbeat patterns
BDBI Launchpad
Conceptualized in Fall 2024 - A new and improved method to discover Project Leads
The New Approach
Old Way
Online application process
New Way
Organic, community-driven system
Success Stories
Projects born from our community-driven approach:
• SimpliEarn
• Stinger Delay
• DataGen
• And countless more!
Why This Change?
We want leaders who bring their own ideas to the table
We want Project Leads to feel supported from day one
We want to back people willing to act upon a vision and make it reality
Program Timeline
What is a Project Lead?
Lead 10-15 driven students to bring your idea to life
Receive up to $500 in funds to bring your project to life
Run weekly meetings with your team
Gain guidance + mentorship from industry AI/ML Engineers, GT Professors + Research Faculty
Connect with venture capital firms & startup incubators
Benefits & Opportunities
Open-source your project on our club GitHub repo (shared with industry partners!)
Become a BDBI Board Member
Priority access to recruiters + industry contacts
Major resume boost + invaluable experience
Success story: Last year's board created Umime.io